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Character speller and character spell test method on the basis of brain-computer interface based on motor imagery

A technology of motion imagery and testing methods, applied to the input/output of user/computer interaction, instruments, computer components, etc., which can solve the problems of increasing the difficulty and complexity of the user's operation

Inactive Publication Date: 2017-03-08
TIANJIN UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the operation of these instruction extension methods is complicated. While expanding the instruction set, it also greatly increases the difficulty of the user's operation. At the same time, it is more urgent that these methods are not enough to effectively expand the instruction set. Large instruction set for character output

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  • Character speller and character spell test method on the basis of brain-computer interface based on motor imagery
  • Character speller and character spell test method on the basis of brain-computer interface based on motor imagery
  • Character speller and character spell test method on the basis of brain-computer interface based on motor imagery

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Embodiment Construction

[0024] The present invention provides a character speller based on motor imagery brain-computer interface (MI-BCI). Motor imagery can be seen as the internal rehearsal of motor behavior without overt motor output. When people imagine the movement of one of their limbs, the amplitude of the EEG signal in a specific frequency band of a specific brain area will be weakened or enhanced (event-related desynchronization or event-related synchronization (ERD / ERS)), thereby generating a corresponding EEG pattern . The design of this device combines the traditional motor imagery instruction set based on a single limb into a mixed cycle coding, so as to realize the function of character spelling in a large instruction set.

[0025] The technical process is: design a new character speller experiment, build an experimental platform, read the user's EEG data in real time, preprocess the collected data, extract features, use support vector machines for pattern recognition, and use real-tim...

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Abstract

The invention relates to the technical field of a brain-computer interface based on motor imagery and provides a character speller on the basis of an MI-BCI (Brain-Computer Interface Based on Motor Imagery). A new instruction coding thought is provided. Compared with a traditional brain-computer interface based on motor imagery, the character speller and the character spell test method have the advantage of effectively expanding an instruction set of the MI-BCI. According to the character speller and the character spell test method, the new development direction is created for developing the MI-BCI. A complete BCI system can be obtained through further research. Considerable social benefit and economic benefit are expected. The technical scheme of the character speller and the character spell test method is that the character speller on the basis of the brain-computer interface based on motor imagery is composed of an electroencephalogram signal collection module, an electroencephalogram signal processing module and character display and output modules. The electroencephalogram signal collection module comprises a 64-lead electrode cap and an electroencephalogram signal amplifier. The signal processing module and the display module are integrated in the same computer. The electroencephalogram signal processing module is composed of a feature extraction module and a mode identification module. The character speller and the character spell test method are mainly applied to the brain-computer interface occasion.

Description

technical field [0001] The invention relates to the technical field of motor imagery brain-computer interface, specifically, a character speller based on motor imagery brain-computer interface. Background technique [0002] Brain-Computer Interface (BCI) technology provides a new information exchange pathway between the brain and external devices, independent of the normal output channels of the peripheral nerves and muscles of the brain. Its main working principle is: collect the EEG signals of people in different task states, use signal processing methods to analyze different EEG patterns, and then establish information interaction between the human brain and external devices through certain engineering techniques The channel realizes a new control process. The development of this technology not only provides new ideas for human beings to decode the consciousness of the brain, but also provides an effective way for disabled patients with normal thinking but paralyzed limb...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F3/01
CPCG06F3/015G06F2203/011
Inventor 明东王坤许敏鹏綦宏志何峰杨佳佳赵欣周鹏
Owner TIANJIN UNIV